Consequently, further study is needed to understand the underlying mechanism of these DEGs (including Eps8l1, Plcb2, Mpp1, Pidd1) in Asmt-related depression and exercise effects, thus provide new targets for the treatment of exercise for depression. Here, PIDD1 is linked to depressive disorder.